Essay by Yann LeCun and Jacob Browning. The title as it appears is: "What AI Can Tell Us About Intelligence", but this title is misleading. The authors say that the central disagreement between skeptics like Gary Marcus and themselves is "Does symbolic manipulation need to be hard-coded, or can it be learned?"